A Rendering-Based Method for Selecting the Main Data Region in Web Pages

Leandro Neiva Lopes Figueiredo, Anderson A. Ferreira, G. T. Assis
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引用次数: 1

Abstract

Extracting data from web pages is an important task for several applications, such as comparison shopping and data mining. Much of that data is provided by search result pages, in which each result, called search result record, represents a record from a database. One of the most important steps for extracting such records is identifying, among different data regions from a page, one that contains the records to be extracted. An incorrect identification of this region may lead to an incorrect extraction of the search result records. In this paper, we propose a simple but efficient method that generates path expression to select the main data region from a given page, based on the rendering area information of its elements. The generated path expression may be used by wrappers for extracting the search result records and its data units, reducing its complexity and increasing its accuracy. Experimental results using web pages from several domains show that the method is highly effective.
基于渲染的网页主数据区域选择方法
从网页中提取数据是许多应用程序的重要任务,例如比较购物和数据挖掘。其中大部分数据是由搜索结果页面提供的,其中的每个结果(称为搜索结果记录)表示来自数据库的一条记录。提取这类记录的最重要步骤之一是在页面的不同数据区域中识别包含要提取的记录的区域。对该区域的错误识别可能导致搜索结果记录的错误提取。在本文中,我们提出了一种简单而有效的方法,生成路径表达式,根据页面元素的呈现区域信息从给定页面中选择主数据区域。生成的路径表达式可以被包装器用于提取搜索结果记录及其数据单元,从而降低其复杂性并提高其准确性。对多个领域的网页进行了实验,结果表明该方法是非常有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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